Evaluation of the CSM-CROPGRO-Canola Model for Simulating Canola Growth and Yield at West Nipissing in Eastern Canada

نویسندگان

  • Qi Jing
  • Jiali Shang
  • Budong Qian
  • Gerrit Hoogenboom
  • Ted Huffman
  • Jiangui Liu
  • Bao-Luo Ma
  • Xiaoyuan Geng
  • Xianfeng Jiao
  • John Kovacs
  • Dan Walters
چکیده

1 Canola was developed in Canada in the 1970s as an edible cultivar of rapeseed (Brassica napus L.) with low glucosinolates and low erucic acid. Currently, canola is grown on eight million ha of agricultural land in Canada, which is 22% of the global canola area. More than half of the harvested canola seeds in Canada are exported, accounting for 46% of the international canola market (FAOSTAT, 2015). The seed yield of canola has doubled since the 1970s (FAOSTAT, 2015), and, with increasing demands for renewable energy and dietary consumption, production is expected to increase. Environmental factors such as temperature, atmospheric CO2 concentration, and precipitation have a significant effect on crop development and growth (Howden et al., 2007). Facing climate change associated with enhanced greenhouse effects (IPCC, 2007), Canadian climatic conditions are projected to be warmer, with longer growing seasons and increased annual heat units (Qian et al., 2013). However, these changes may also be accompanied by extreme climatic conditions (Qian et al., 2010). These projected climate changes may force canola producers to change cultivars and other management practices to mitigate the potential negative impact on yields and to benefit from the extended growing season. Evaluating canola’s response to climate change and management practices through growth experiments in climate chambers can be extremely expensive if not infeasible. On the other hand, crop growth models simulate crop development and soil processes by integrating environmental factors and crop management practices and are thus powerful tools for assessing crop responses to different climatic conditions and crop management practices. Compared with cereal crops, only a few crop models have been developed for canola. Canola plants have a special biophysical feature in that their pods gradually take over the function of light absorption and photosynthesis during the late growing season as leaves go into early senescence (Gammelvind et al., 1996). Therefore, the total area of leaves and pods function together after flowering, and the plant area index (PAI) rather than leaf area index (LAI) might be more relevant for calculating light interception in canola simulations. By mimicking Biometry, Modeling & Statistics

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Assessment of the AquaCrop Model for simulating Canola under different irrigation managements in a semiarid area

Field experiments were conducted in 2005-2006 and 2007-2008 and the data were used tocalibrate and validate yield and biomass of AquaCrop Model for canola (Brassica napus l.). Themodel was calibrated with the first year and then was validated with the second year data. Fivewater stress treatments at different growth stages were performed including fully irrigatedduring whole growing period (I1)...

متن کامل

Modeling Vegetative Stage Response of Canola (Brassica napus L.) to Combined Salinity and Boron tresses

Boron (B) is essential to growth at low concentrations and limits growth and yield when in excess. Little is known regarding plant response to excess B and salinity occurring simultaneously. In this study, two models of Leibig-Sprengel (LS) and Mitscherlich-Baule (MB), originally proposed to explain plant response to nutrients only, were modified to evaluate canola yield response to combined le...

متن کامل

How Salicylic Acid Modulate Photosynthetic Pigments, Yield and Yield Components of Canola Plant

In this experiment, the possibility of growth promoting of exogenous salicylic acid during two growth stages on chlorophyll content, yield and yield components of canola plant was investigated. For the purpose of improving above traits, salicylic acid was applied in four concentrations (0, 100, 200 and 400 µM) during two different growing stages (first time; when temperature was close to 7-10 °...

متن کامل

Determination of plant traits that affect genotype × location (G×L) interaction in peanut using the CSM-CROPGRO-Peanut model

Genotype × environment (G×E) interaction complicates the identification of superior genotypes. An understanding its causes is needed for a more effective breeding strategy. The objective of this study was to determine the plant traits that cause genotype × location (G×L) interaction for pod yield in peanut using a modeling approach. The CSM-CROPGRO-Peanut model was used to simulate pod yiel...

متن کامل

شبیه‌سازی آب خاک و عملکرد گیاه کلزا توسط مدل گیاهی CRPSM

In recent years, simulatiom modelling of yield has been the focus of attention for many researchers. Because, while reducing adminestrative costs, it can easily provide simulation models of different situations. In this study, while a subroutine on simulation of canola was added to CRPSM model, effect of different water treatments on canola was also investigated. In this research, canola (Talay...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016